{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e72bee3a-9f2b-4a90-ad1c-1b4cfdde53c7",
   "metadata": {},
   "source": [
    "### 代码练习：用Series获取图像详细信息"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "f75c1882-16ca-4803-8b1e-f46b54ebae2c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "### R ###\n",
      "count    3000000.00\n",
      "mean         181.42\n",
      "std           61.45\n",
      "min            0.00\n",
      "25%          144.00\n",
      "50%          198.00\n",
      "75%          228.00\n",
      "max          255.00\n",
      "dtype: float64\n",
      "### G ###\n",
      "count    3000000.00\n",
      "mean         169.48\n",
      "std           69.72\n",
      "min            0.00\n",
      "25%          121.00\n",
      "50%          192.00\n",
      "75%          224.00\n",
      "max          255.00\n",
      "dtype: float64\n",
      "### B ###\n",
      "count    3000000.00\n",
      "mean         151.88\n",
      "std           83.22\n",
      "min            0.00\n",
      "25%           79.00\n",
      "50%          189.00\n",
      "75%          222.00\n",
      "max          255.00\n",
      "dtype: float64\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "from skimage import io\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "img = io.imread(\"dog.jpg\") #读取图像\n",
    "plt.imshow(img) #显示图片\n",
    "plt.show()\n",
    "img = np.array(img) #获取图像所对应的数组\n",
    "# print(img)\n",
    "\n",
    "#获取图像各个通道的数组，并将数组降到一维\n",
    "R = img[:,:,0].reshape(-1)\n",
    "G = img[:,:,1].reshape(-1)\n",
    "B = img[:,:,2].reshape(-1)\n",
    "#print(R)\n",
    "\n",
    "#Series\n",
    "op_R = pd.Series(R)\n",
    "op_G = pd.Series(G)\n",
    "op_B = pd.Series(B)\n",
    "\n",
    "#describe\n",
    "print(\"### R ###\")\n",
    "print(op_R.describe().round(2))\n",
    "print(\"### G ###\")\n",
    "print(op_G.describe().round(2))\n",
    "print(\"### B ###\")\n",
    "print(op_B.describe().round(2))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "8acf6235-ec32-4a05-920e-59d409759431",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                R           G           B\n",
      "count  3000000.00  3000000.00  3000000.00\n",
      "mean       181.42      169.48      151.88\n",
      "std         61.45       69.72       83.22\n",
      "min          0.00        0.00        0.00\n",
      "25%        144.00      121.00       79.00\n",
      "50%        198.00      192.00      189.00\n",
      "75%        228.00      224.00      222.00\n",
      "max        255.00      255.00      255.00\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "from skimage import io\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "img = io.imread(\"dog.jpg\") #读取图像\n",
    "plt.imshow(img) #显示图片\n",
    "plt.show()\n",
    "\n",
    "img_rgb=img.reshape(-1,3) #对img进行必要变形\n",
    "df=pd.DataFrame(img_rgb,columns=['R','G','B']) #构建列名为R,G,B的 N*3 结构的 DataFrame 对象\n",
    "\n",
    "\n",
    "result=df.describe().round(2) #使得结果为保存2位小数\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed424f83-aed5-4484-a0cf-6106b737a0d0",
   "metadata": {},
   "source": [
    "#### 参考答案"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c4d91eea-a1ad-4e1d-8ebd-10681d3156a2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "### R ###\n",
      "count    3000000.00\n",
      "mean         181.42\n",
      "std           61.45\n",
      "min            0.00\n",
      "25%          144.00\n",
      "50%          198.00\n",
      "75%          228.00\n",
      "max          255.00\n",
      "dtype: float64\n",
      "### G ###\n",
      "count    3000000.00\n",
      "mean         169.48\n",
      "std           69.72\n",
      "min            0.00\n",
      "25%          121.00\n",
      "50%          192.00\n",
      "75%          224.00\n",
      "max          255.00\n",
      "dtype: float64\n",
      "### B ###\n",
      "count    3000000.00\n",
      "mean         151.88\n",
      "std           83.22\n",
      "min            0.00\n",
      "25%           79.00\n",
      "50%          189.00\n",
      "75%          222.00\n",
      "max          255.00\n",
      "dtype: float64\n"
     ]
    }
   ],
   "source": [
    "import numpy as np        \n",
    "import matplotlib.pyplot as plt     \n",
    "from skimage import io\n",
    "import pandas as pd\n",
    "from tabulate import tabulate\n",
    "\n",
    "img = io.imread(\"dog.jpg\")\n",
    "plt.imshow(img)\n",
    "plt.show()\n",
    "\n",
    "# 取得三个通道后，把图像拉直\n",
    "r=img[:,:,0].reshape(-1) # 拉直方法1\n",
    "g=img[:,:,1].ravel()     # 拉直方法2\n",
    "b=img[:,:,2].ravel()\n",
    "\n",
    "print(\"### R ###\")\n",
    "print(pd.Series(r).describe().round(2))\n",
    "print(\"### G ###\")\n",
    "print(pd.Series(g).describe().round(2))\n",
    "print(\"### B ###\")\n",
    "print(pd.Series(b).describe().round(2))        \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c9fc8c60-044d-451f-9547-0ad406b79641",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
